@inproceedings{48ef8b44acd04654bc0e623f696ec5cc,
title = "Identifying connectome module patterns via new balanced multi-graph normalized cut",
abstract = "Computational tools for the analysis of complex biological networks are lacking in human connectome research. Especially, how to discover the brain network patterns shared by a group of subjects is a challenging computational neuroscience problem. Although some single graph clustering methods can be extended to solve the multi-graph cases, the discovered network patterns are often imbalanced, e.g. isolated points. To address these problems, we propose a novel indicator constrained and balanced multi-graph normalized cut method to identify the connectome module patterns from the connectivity brain networks of the targeted subject group. We evaluated our method by analyzing the weighted fiber connectivity networks.",
author = "Hongchang Gao and Chengtao Cai and Jingwen Yan and Lin Yan and Cortes, \{Joaquin Goni\} and Yang Wang and Feiping Nie and John West and Andrew Saykin and Li Shen and Heng Huang",
note = "Publisher Copyright: {\textcopyright} Springer International Publishing Switzerland 2015.; 18th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2015 ; Conference date: 05-10-2015 Through 09-10-2015",
year = "2015",
doi = "10.1007/978-3-319-24571-3\_21",
language = "英语",
isbn = "9783319245706",
series = "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)",
publisher = "Springer Verlag",
pages = "169--176",
editor = "Joachim Hornegger and Frangi, \{Alejandro F.\} and Wells, \{William M.\} and Frangi, \{Alejandro F.\} and Nassir Navab and Joachim Hornegger and Nassir Navab and Wells, \{William M.\} and Wells, \{William M.\} and Frangi, \{Alejandro F.\} and Joachim Hornegger and Nassir Navab",
booktitle = "Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015 - 18th International Conference, Proceedings",
}